Alexandre Araujo

Scalable Lipschitz Residual Networks with Convex Potential Flows

2021 · arXiv (Cornell University)

The Lipschitz constant of neural networks has been established as a key property to enforce the robustness of neural networks to adversarial examples. However, recent attempts to build $1$-Lipschitz Neural Networks have all shown limitations …